Dissertation/Thesis Abstract

Comparative Causal Effect Estimation and Robust Variance for Longitudinal Data Structures with Applications to Observational HIV Treatment
by Tran, Linh Mai, Ph.D., University of California, Berkeley, 2016, 120; 10150887
Abstract (Summary)

This dissertation discusses the application and comparative performance of double robust estimators for estimating the intervention specific mean outcome in longitudinal settings with time-dependent confounding as well as the corresponding estimator variances. (Abstract shortened by ProQuest.)

Indexing (document details)
Advisor: Petersen, Maya L.
Commitee: van der Laan, Mark J.
School: University of California, Berkeley
Department: Biostatistics
School Location: United States -- California
Source: DAI-B 77/12(E), Dissertation Abstracts International
Subjects: Biostatistics
Keywords: Double robust estimators
Publication Number: 10150887
ISBN: 9781369056525
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